Hang Dong's repositories
Awesome-medical-coding-NLP
A collection of papers on automated medical coding from free-texts
Explainable-Automated-Medical-Coding
Implementation and demo of explainable coding of clinical notes with Hierarchical Label-wise Attention Networks (HLAN)
Rare-disease-identification
Rare disease identification from free-text clinical notes with ontologies and weak supervision
Automated-Social-Annotation
Joint Multi-label Attention Network (JMAN)
multilabel-BERTs
BERTs for Multilabel Classification (example of simpletransformers)
academic-social-tagging-OD
Academic Social Tagging Data Cleaning and Outlier Detection
Awesome-COVID-NLP-tools
This is a curation of a list of COVID-19 related NLP tools that might be interested to both researcher in COVID-19 and also in the clinical NLP domain.
caml-mimic
multilabel classification of EHR notes
Learn-Chinese-Surnames
An android App demo to facilitate the learning of Chinese surnames, characters, family books and their culture.
Tag-Data-Cleaning
A data cleaning workflow for social tags
Tag-Relation-Learning
Code for "Knowledge Base Enrichment by Relation Learning from Social Tagging Data"
collections-as-data
Jupyter Notebooks for reuse in analysis of National Library of Scotland's collections as data
scikit-multilearn
A scikit-learn based module for multi-label et. al. classification
simpletransformers
Transformers made simple with training, evaluation, and prediction possible with one line each. Currently supports Sequence Classification (binary, multiclass, multilabel, sentence pair), Token Classification (NER), Question Answering, and Regression tasks. Built on top of the Hugging Face Transformer library.
text_classification
all kinds of text classificaiton models and more with deep learning